Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "57" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 100 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 96 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.067812 | 10.275408 | 78.659205 | 82.482312 | 20.981833 | 26.541908 | 26.287670 | 30.030024 | 0.0502 | 0.0410 | 0.0031 | 1.226681 | 1.207176 |
| 2459593 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.917239 | 17.100314 | 82.836576 | 87.375328 | 30.401877 | 37.338314 | 13.600228 | 12.250280 | 0.0524 | 0.0387 | 0.0062 | 1.437709 | 1.374956 |
| 2459592 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.654088 | 1.643039 | 7.670062 | 8.391123 | 0.167671 | 0.978385 | -1.654613 | 0.450729 | 0.0411 | 0.0284 | 0.0010 | nan | nan |
| 2459591 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.510254 | 19.791456 | 96.778049 | 101.383066 | 26.409854 | 32.256411 | 1.326546 | 2.462274 | 0.0513 | 0.0356 | 0.0076 | 1.569612 | 1.456616 |
| 2459590 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.668471 | 24.005684 | 89.803586 | 94.389875 | 27.882812 | 34.307006 | 3.109121 | 4.386345 | 0.0494 | 0.0368 | 0.0056 | 1.484722 | 1.426506 |
| 2459589 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.709303 | 22.606854 | 83.443905 | 87.419662 | 16.568595 | 21.571514 | 18.640222 | 17.309146 | 0.0516 | 0.0427 | 0.0031 | 1.219532 | 1.205420 |
| 2459588 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.327391 | 15.534715 | 101.541045 | 106.963701 | 21.636773 | 24.586109 | 14.485347 | 13.311288 | 0.0498 | 0.0392 | 0.0030 | 1.544235 | 1.423747 |
| 2459587 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 18.802901 | 21.122946 | 129.744487 | 136.889747 | -23.333991 | -23.858603 | -4.675000 | -4.393628 | nan | nan | nan | 1.232932 | 1.234332 |
| 2459586 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.686030 | 18.908318 | 31.810637 | 32.875658 | 9.798115 | 11.460455 | 6.635091 | 7.963011 | 0.0546 | 0.0406 | 0.0074 | 1.582609 | 1.466055 |
| 2459585 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.955134 | 25.975732 | 10.394805 | 11.396808 | 9.312595 | 10.068549 | 1.481376 | 4.298792 | 0.0407 | 0.0288 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.214600 | 25.029389 | 111.688207 | 117.194687 | 16.210746 | 18.445823 | 24.140904 | 23.929774 | 0.0455 | 0.0346 | 0.0048 | 0.000000 | 0.000000 |
| 2459583 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.589596 | 19.095702 | 34.592749 | 36.267043 | 19.574970 | 23.235310 | -0.055519 | 0.414935 | 0.0513 | 0.0377 | 0.0062 | 2.164324 | 1.872599 |
| 2459582 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.579796 | 16.249514 | 31.092849 | 32.904561 | 23.484577 | 27.997525 | 0.009150 | 0.530699 | 0.0483 | 0.0352 | 0.0063 | 1.758395 | 1.572274 |
| 2459581 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.818116 | 22.768253 | 36.001833 | 37.127836 | 18.454680 | 22.504616 | 0.235488 | 0.595596 | 0.0504 | 0.0386 | 0.0050 | 1.487593 | 1.433648 |
| 2459580 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.395846 | 17.114549 | 36.165043 | 38.021022 | 20.477677 | 23.647588 | -0.241923 | 0.378887 | 0.0518 | 0.0414 | 0.0041 | 2.082533 | 1.787782 |
| 2459579 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459578 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.204121 | 1.672163 | 2.986349 | 3.142234 | -0.226250 | -0.012483 | 0.548592 | 1.904134 | 0.0328 | 0.0289 | 0.0005 | nan | nan |
| 2459577 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.877868 | 21.787393 | 33.426687 | 34.700760 | 20.569597 | 24.524744 | 0.096378 | 0.635003 | 0.0482 | 0.0356 | 0.0056 | 1.222973 | 1.214828 |
| 2459576 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.357163 | 16.826037 | 26.556413 | 27.812041 | 18.793907 | 21.620783 | 0.741167 | 1.289444 | 0.0505 | 0.0368 | 0.0066 | 1.916390 | 1.524829 |
| 2459575 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.543596 | 17.344254 | 26.356998 | 27.682198 | 15.460131 | 16.992743 | 7.293821 | 6.399671 | 0.0502 | 0.0392 | 0.0047 | 0.944914 | 0.932112 |
| 2459574 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.734512 | 15.841974 | 25.280654 | 26.455934 | 20.402748 | 24.154743 | 1.094452 | 0.794422 | 0.0487 | 0.0365 | 0.0051 | 1.759185 | 1.452300 |
| 2459573 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.338068 | 16.316734 | 43.559922 | 45.530380 | 24.322891 | 27.880959 | 0.643545 | 1.663281 | 0.0502 | 0.0390 | 0.0054 | 0.000000 | 0.000000 |
| 2459572 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.166375 | 16.273578 | 25.390617 | 26.596927 | 15.621064 | 17.712937 | 1.783314 | 2.914919 | 0.0522 | 0.0387 | 0.0067 | 2.427454 | 1.776796 |
| 2459571 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.702143 | 1.308843 | 2.868845 | 3.221551 | -0.247995 | -0.263861 | 0.442662 | 2.172088 | 0.0315 | 0.0289 | 0.0010 | nan | nan |
| 2459570 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.429968 | 21.067756 | 15.298801 | 16.512369 | 1.252821 | 1.750595 | 2.604753 | 3.475546 | 0.0578 | 0.0471 | 0.0047 | 1.276374 | 1.286193 |
| 2459569 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.599363 | 19.593564 | 33.400379 | 34.549716 | 10.619141 | 10.832991 | 8.335874 | 9.132280 | 0.0553 | 0.0411 | 0.0058 | 1.662191 | 1.410105 |
| 2459566 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.049130 | 15.891664 | 33.184999 | 34.526441 | 18.733500 | 21.506711 | -0.413692 | -0.042919 | 0.0446 | 0.0342 | 0.0048 | 1.180928 | 1.150589 |
| 2459565 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 12150.971607 | 11576.117065 | 89064.159110 | 78052.728156 | nan | nan | -5.052525 | -5.052525 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.390829 | 14.393578 | 35.177198 | 36.668618 | 2.151488 | 2.223332 | 0.186192 | 0.781428 | 0.0620 | 0.0485 | 0.0091 | 2.008505 | 1.437062 |
| 2459563 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.794685 | 10.494993 | 17.382645 | 18.126467 | 2.338757 | 2.657546 | 0.621192 | 1.131927 | 0.0621 | 0.0498 | 0.0084 | 2.085381 | 1.470230 |
| 2459561 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.444023 | 11.107932 | 16.589106 | 17.291715 | 2.704392 | 2.893359 | 1.035265 | 1.860893 | 0.0663 | 0.0525 | 0.0090 | 2.618844 | 1.616226 |
| 2459560 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.597432 | 10.085559 | 17.025604 | 17.529007 | 2.415412 | 2.919227 | 0.654509 | 1.091694 | 0.0579 | 0.0468 | 0.0067 | 2.483827 | 1.577388 |
| 2459559 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.076738 | 12.987744 | 18.568672 | 19.212309 | 2.731798 | 3.233878 | 0.879632 | 1.521260 | 0.0645 | 0.0533 | 0.0078 | 1.758254 | 1.371890 |
| 2459558 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.724872 | 17.228688 | 34.922432 | 36.819699 | 21.203878 | 23.032789 | 1.233392 | 2.226867 | 0.0591 | 0.0479 | 0.0069 | 1.192317 | 1.181422 |
| 2459557 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0385 | 0.0369 | 0.0009 | nan | nan |
| 2459556 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.104731 | 17.450786 | 37.694182 | 39.824251 | 19.211613 | 20.810596 | 2.651480 | 4.978345 | 0.0637 | 0.0522 | 0.0076 | 1.208704 | 1.193435 |
| 2459554 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0554 | 0.0440 | 0.0071 | nan | nan |
| 2459553 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0637 | 0.0540 | 0.0069 | nan | nan |
| 2459552 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.663903 | 21.380848 | 50.768079 | 52.492351 | 29.360314 | 32.256556 | 3.043654 | 3.811056 | 0.0577 | 0.0496 | 0.0057 | 1.067651 | 1.222111 |
| 2459551 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.537388 | 10.640109 | 20.537516 | 21.286950 | 3.252944 | 4.122445 | 1.012095 | 1.721016 | 0.0610 | 0.0499 | 0.0078 | 1.591850 | 1.328913 |
| 2459550 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0340 | 0.0307 | 0.0018 | nan | nan |
| 2459549 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.436214 | 16.259748 | 38.182743 | 39.665707 | 20.692364 | 22.725371 | 1.029331 | 2.067989 | 0.0562 | 0.0492 | 0.0046 | 1.274839 | 1.269515 |
| 2459542 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.376508 | 23.221409 | 77.126602 | 80.018388 | 1.140168 | 2.018858 | 0.552074 | 1.333804 | 0.0595 | 0.0509 | 0.0058 | 1.265149 | 1.250777 |
| 2459541 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.512634 | 9.954877 | 38.258129 | 37.378270 | 223.300418 | 264.896651 | 7.724733 | 16.076136 | 0.0686 | 0.0595 | 0.0058 | 1.147326 | 1.135548 |
| 2459540 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.626257 | 16.733287 | 17.318320 | 18.311285 | 4.134229 | 5.334154 | 0.636094 | 1.186732 | 0.0599 | 0.0521 | 0.0044 | 1.248554 | 1.241905 |
| 2459536 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.627805 | 28.297407 | 65.844889 | 68.055851 | 29.293469 | 31.582499 | 2.223874 | 3.658069 | 0.0517 | 0.0463 | 0.0032 | 1.410896 | 1.397888 |
| 2459535 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.559237 | 13.871546 | 16.092048 | 16.808178 | 2.435463 | 5.746282 | 0.135085 | 0.838499 | 0.0410 | 0.0381 | 0.0013 | 1.168778 | 1.163704 |
| 2459534 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.823714 | 13.637046 | 14.341793 | 14.921650 | 2.433060 | 4.169903 | -0.063797 | 0.193432 | 0.0442 | 0.0411 | 0.0013 | 1.154921 | 1.149489 |
| 2459533 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.170526 | 20.979294 | 35.650894 | 37.291295 | 17.793423 | 20.670704 | 1.054825 | 2.444943 | 0.0431 | 0.0394 | 0.0015 | 1.132897 | 1.126832 |
| 2459532 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.443753 | 23.165653 | 45.892042 | 48.338652 | 22.075489 | 25.495018 | 0.405261 | 1.268698 | 0.0435 | 0.0408 | 0.0012 | 0.000000 | 0.000000 |
| 2459530 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.155663 | 11.838128 | 14.513650 | 15.099012 | 3.340984 | 4.212371 | 0.342869 | 0.688751 | 0.0466 | 0.0439 | 0.0014 | 1.189534 | 1.183978 |
| 2459527 | RF_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.373891 | 28.866235 | 53.926414 | 56.206194 | 40.484748 | 35.060977 | -0.008663 | 1.029452 | 0.0689 | 0.0837 | 0.0090 | 0.000000 | 0.000000 |
| 2459523 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 21.954792 | 24.527819 | 52.336019 | 53.692071 | 17.744919 | 29.784691 | 1.902202 | 3.021156 | nan | nan | nan | 1.356789 | 1.331023 |
| 2459522 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.726776 | 23.874198 | 49.333435 | 52.214809 | 10.917966 | 23.761762 | 0.887307 | 2.273185 | 0.0607 | 0.0534 | 0.0031 | 1.413245 | 1.390406 |
| 2459513 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.107891 | 1.671422 | 3.068734 | 3.559174 | -0.158310 | 0.433713 | 0.649777 | 2.996142 | 0.0519 | 0.0443 | 0.0098 | nan | nan |
| 2459508 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.829658 | 32.643583 | 50.429515 | 52.950826 | 18.174805 | 15.857660 | 12.750140 | 14.245700 | 0.0431 | 0.0421 | 0.0004 | 0.000000 | 0.000000 |
| 2459505 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 83.195176 | 114.092461 | 112.974912 | 114.665592 | 97.444761 | 103.895660 | 610.701365 | 586.048119 | 0.0098 | 0.0069 | 0.0054 | 1.100052 | 1.099520 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 130.113692 | 24.766292 | 20.738132 | 130.113692 | 123.156752 | 23.632333 | 19.471312 | 2.994010 | 1.301989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 81.187841 | 24.936482 | 19.083141 | 81.187841 | 75.478762 | 28.893480 | 27.064688 | 10.626136 | 7.128148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | 13.301022 | 12.931595 | 13.301022 | 13.212869 | 10.933639 | 1.955758 | 1.197082 | 7.311958 | 3.121700 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 75.566641 | 19.992934 | 17.026624 | 75.566641 | 71.490755 | 37.932963 | 30.751013 | 1.559550 | 0.621346 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 83.358455 | 24.212818 | 20.330109 | 83.358455 | 78.504970 | 38.125062 | 30.468906 | 4.618124 | 2.500364 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 74.047789 | 16.602749 | 19.957596 | 69.775054 | 74.047789 | 31.189789 | 38.654245 | 4.054011 | 6.855075 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 113.568386 | 21.281679 | 17.939523 | 113.568386 | 107.400073 | 43.645311 | 34.717304 | 3.120761 | 1.979711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 71.555750 | 19.663192 | 23.704803 | 67.507686 | 71.555750 | 24.696354 | 30.134009 | 1.581457 | 3.235177 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 78.638158 | 20.935760 | 24.353024 | 74.355400 | 78.638158 | 23.223692 | 29.231465 | 1.260126 | 3.208455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 80.582913 | 15.589473 | 16.609664 | 76.364495 | 80.582913 | 46.795263 | 50.985777 | 36.218062 | 47.066201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 57.500965 | 17.665993 | 20.430316 | 54.476415 | 57.500965 | 25.810712 | 31.162621 | 8.685940 | 14.511543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 74.734578 | 19.646835 | 23.457241 | 70.568533 | 74.734578 | 27.065121 | 33.875456 | 18.550677 | 22.116216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 92.867488 | 24.448646 | 20.903893 | 92.867488 | 87.966505 | 30.871641 | 24.554663 | 17.068717 | 15.817107 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 106.547106 | 20.175166 | 17.417334 | 106.547106 | 101.121972 | 36.193801 | 28.941347 | 6.951066 | 5.534544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Temporal Variability | 38.918252 | 11.886263 | 10.442833 | 24.658719 | 24.162853 | 38.918252 | 38.260115 | -2.485764 | -2.611017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | 0.647316 | 0.647316 | -0.680244 | 0.340282 | 0.367692 | -1.248914 | -0.862929 | -1.588661 | 0.092697 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 89.614784 | 20.994513 | 24.244745 | 84.949719 | 89.614784 | 34.477580 | 44.210146 | 18.888881 | 21.445169 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 90.377643 | 17.108942 | 19.395970 | 85.718791 | 90.377643 | 10.844210 | 12.722227 | 2.961413 | 3.134602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 108.369766 | 20.714384 | 18.250291 | 108.369766 | 102.797907 | 25.681122 | 20.891215 | 12.360444 | 7.527001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 84.699134 | 18.444116 | 20.842062 | 80.191357 | 84.699134 | 29.665463 | 36.343304 | 5.919171 | 8.291087 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 95.363216 | 19.904093 | 17.509369 | 95.363216 | 90.168129 | 30.158486 | 23.642587 | 8.670170 | 6.596449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | inf | 314.648961 | 314.622931 | inf | inf | 53.670740 | 53.794790 | 504.941708 | 509.270927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 89.433881 | 31.259432 | 29.388932 | 89.433881 | 85.870072 | 16.818582 | 20.319017 | 26.418596 | 25.161186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 82.482312 | 11.067812 | 10.275408 | 78.659205 | 82.482312 | 20.981833 | 26.541908 | 26.287670 | 30.030024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 87.375328 | 15.917239 | 17.100314 | 82.836576 | 87.375328 | 30.401877 | 37.338314 | 13.600228 | 12.250280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 8.391123 | 1.643039 | 1.654088 | 8.391123 | 7.670062 | 0.978385 | 0.167671 | 0.450729 | -1.654613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 101.383066 | 19.791456 | 18.510254 | 101.383066 | 96.778049 | 32.256411 | 26.409854 | 2.462274 | 1.326546 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 94.389875 | 21.668471 | 24.005684 | 89.803586 | 94.389875 | 27.882812 | 34.307006 | 3.109121 | 4.386345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 87.419662 | 22.606854 | 19.709303 | 87.419662 | 83.443905 | 21.571514 | 16.568595 | 17.309146 | 18.640222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 106.963701 | 14.327391 | 15.534715 | 101.541045 | 106.963701 | 21.636773 | 24.586109 | 14.485347 | 13.311288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 136.889747 | 21.122946 | 18.802901 | 136.889747 | 129.744487 | -23.858603 | -23.333991 | -4.393628 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 32.875658 | 16.686030 | 18.908318 | 31.810637 | 32.875658 | 9.798115 | 11.460455 | 6.635091 | 7.963011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | 25.975732 | 25.955134 | 25.975732 | 10.394805 | 11.396808 | 9.312595 | 10.068549 | 1.481376 | 4.298792 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 117.194687 | 23.214600 | 25.029389 | 111.688207 | 117.194687 | 16.210746 | 18.445823 | 24.140904 | 23.929774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 36.267043 | 16.589596 | 19.095702 | 34.592749 | 36.267043 | 19.574970 | 23.235310 | -0.055519 | 0.414935 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 32.904561 | 16.249514 | 14.579796 | 32.904561 | 31.092849 | 27.997525 | 23.484577 | 0.530699 | 0.009150 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 37.127836 | 19.818116 | 22.768253 | 36.001833 | 37.127836 | 18.454680 | 22.504616 | 0.235488 | 0.595596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 38.021022 | 17.114549 | 15.395846 | 38.021022 | 36.165043 | 23.647588 | 20.477677 | 0.378887 | -0.241923 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 3.142234 | 2.204121 | 1.672163 | 2.986349 | 3.142234 | -0.226250 | -0.012483 | 0.548592 | 1.904134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 34.700760 | 21.787393 | 19.877868 | 34.700760 | 33.426687 | 24.524744 | 20.569597 | 0.635003 | 0.096378 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 27.812041 | 16.826037 | 15.357163 | 27.812041 | 26.556413 | 21.620783 | 18.793907 | 1.289444 | 0.741167 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 27.682198 | 17.344254 | 15.543596 | 27.682198 | 26.356998 | 16.992743 | 15.460131 | 6.399671 | 7.293821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 26.455934 | 14.734512 | 15.841974 | 25.280654 | 26.455934 | 20.402748 | 24.154743 | 1.094452 | 0.794422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 45.530380 | 16.316734 | 15.338068 | 45.530380 | 43.559922 | 27.880959 | 24.322891 | 1.663281 | 0.643545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 26.596927 | 16.273578 | 15.166375 | 26.596927 | 25.390617 | 17.712937 | 15.621064 | 2.914919 | 1.783314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 3.221551 | 1.308843 | 1.702143 | 3.221551 | 2.868845 | -0.263861 | -0.247995 | 2.172088 | 0.442662 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | 21.067756 | 20.429968 | 21.067756 | 15.298801 | 16.512369 | 1.252821 | 1.750595 | 2.604753 | 3.475546 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 34.549716 | 19.593564 | 19.599363 | 34.549716 | 33.400379 | 10.832991 | 10.619141 | 9.132280 | 8.335874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 34.526441 | 15.891664 | 15.049130 | 34.526441 | 33.184999 | 21.506711 | 18.733500 | -0.042919 | -0.413692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Power | 89064.159110 | 11576.117065 | 12150.971607 | 78052.728156 | 89064.159110 | nan | nan | -5.052525 | -5.052525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 36.668618 | 13.390829 | 14.393578 | 35.177198 | 36.668618 | 2.151488 | 2.223332 | 0.186192 | 0.781428 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 18.126467 | 9.794685 | 10.494993 | 17.382645 | 18.126467 | 2.338757 | 2.657546 | 0.621192 | 1.131927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 17.291715 | 10.444023 | 11.107932 | 16.589106 | 17.291715 | 2.704392 | 2.893359 | 1.035265 | 1.860893 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 17.529007 | 9.597432 | 10.085559 | 17.025604 | 17.529007 | 2.415412 | 2.919227 | 0.654509 | 1.091694 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 19.212309 | 12.076738 | 12.987744 | 18.568672 | 19.212309 | 2.731798 | 3.233878 | 0.879632 | 1.521260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 36.819699 | 17.228688 | 16.724872 | 36.819699 | 34.922432 | 23.032789 | 21.203878 | 2.226867 | 1.233392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 39.824251 | 17.450786 | 17.104731 | 39.824251 | 37.694182 | 20.810596 | 19.211613 | 4.978345 | 2.651480 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 52.492351 | 21.380848 | 19.663903 | 52.492351 | 50.768079 | 32.256556 | 29.360314 | 3.811056 | 3.043654 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 21.286950 | 10.640109 | 9.537388 | 21.286950 | 20.537516 | 4.122445 | 3.252944 | 1.721016 | 1.012095 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 39.665707 | 14.436214 | 16.259748 | 38.182743 | 39.665707 | 20.692364 | 22.725371 | 1.029331 | 2.067989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 80.018388 | 23.221409 | 20.376508 | 80.018388 | 77.126602 | 2.018858 | 1.140168 | 1.333804 | 0.552074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Temporal Variability | 264.896651 | 9.954877 | 10.512634 | 37.378270 | 38.258129 | 264.896651 | 223.300418 | 16.076136 | 7.724733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 18.311285 | 16.733287 | 13.626257 | 18.311285 | 17.318320 | 5.334154 | 4.134229 | 1.186732 | 0.636094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 68.055851 | 28.297407 | 24.627805 | 68.055851 | 65.844889 | 31.582499 | 29.293469 | 3.658069 | 2.223874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 16.808178 | 10.559237 | 13.871546 | 16.092048 | 16.808178 | 2.435463 | 5.746282 | 0.135085 | 0.838499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 14.921650 | 13.637046 | 10.823714 | 14.921650 | 14.341793 | 4.169903 | 2.433060 | 0.193432 | -0.063797 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 37.291295 | 17.170526 | 20.979294 | 35.650894 | 37.291295 | 17.793423 | 20.670704 | 1.054825 | 2.444943 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 48.338652 | 19.443753 | 23.165653 | 45.892042 | 48.338652 | 22.075489 | 25.495018 | 0.405261 | 1.268698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 15.099012 | 11.838128 | 9.155663 | 15.099012 | 14.513650 | 4.212371 | 3.340984 | 0.688751 | 0.342869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 56.206194 | 24.373891 | 28.866235 | 53.926414 | 56.206194 | 40.484748 | 35.060977 | -0.008663 | 1.029452 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 53.692071 | 21.954792 | 24.527819 | 52.336019 | 53.692071 | 17.744919 | 29.784691 | 1.902202 | 3.021156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 52.214809 | 23.874198 | 16.726776 | 52.214809 | 49.333435 | 23.761762 | 10.917966 | 2.273185 | 0.887307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 3.559174 | 1.671422 | 2.107891 | 3.559174 | 3.068734 | 0.433713 | -0.158310 | 2.996142 | 0.649777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 52.950826 | 32.643583 | 25.829658 | 52.950826 | 50.429515 | 15.857660 | 18.174805 | 14.245700 | 12.750140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Temporal Discontinuties | 5003.846686 | 64.809968 | 268.562315 | 145.770574 | 279.379690 | 40.036897 | 148.890744 | 1018.061096 | 5003.846686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Temporal Discontinuties | 610.701365 | 114.092461 | 83.195176 | 114.665592 | 112.974912 | 103.895660 | 97.444761 | 586.048119 | 610.701365 |